Merge pull request #204 from Azure-Samples/image-gen

Image gen - minor updates

Author: nourshaker-msft

labs/image-generation/image-generation.ipynb

@@ -31,7 +31,9 @@
     "\n",
     "- Resources will be suffixed by a unique string based on your subscription id.\n",
     "- Adjust the location parameters according your preferences and on the [product availability by Azure region.](https://azure.microsoft.com/explore/global-infrastructure/products-by-region/?cdn=disable&products=cognitive-services,api-management) \n",
-    "- Adjust the models and versions according the [availability by region.](https://learn.microsoft.com/azure/ai-services/openai/concepts/models) "
+    "- Adjust the models and versions according the [availability by region.](https://learn.microsoft.com/azure/ai-services/openai/concepts/models) \n",
+    "\n",
+    "*Important* As of the time of this writing, GPT-Image-1 is a gated model, meaning you'll need to [submit a request](https://customervoice.microsoft.com/Pages/ResponsePage.aspx?id=v4j5cvGGr0GRqy180BHbR7en2Ais5pxKtso_Pz4b1_xUQ1VGQUEzRlBIMVU2UFlHSFpSNkpOR0paRSQlQCN0PWcu) to gain access to the model, if you don't have access to GPT-Image-1, you can still use Black Forest models available in most regions"
    ]
   },
   {
@@ -52,9 +54,9 @@
     "\n",
     "aiservices_config = [{\"name\": \"images\", \"location\": \"westus3\"}]\n",
     "\n",
-    "models_config = [{\"name\": \"gpt-image-1\", \"publisher\": \"OpenAI\", \"version\": \"2025-04-15\", \"sku\": \"GlobalStandard\", \"capacity\": 1},\n",
-    "                 {\"name\": \"FLUX-1.1-pro\", \"publisher\": \"Black Forest Labs\", \"version\": \"1\", \"sku\": \"GlobalStandard\", \"capacity\": 100},\n",
-    "                 {\"name\": \"gpt-4.1\", \"publisher\": \"OpenAI\", \"version\": \"2025-04-14\", \"sku\": \"GlobalStandard\", \"capacity\": 100}]\n",
+    "models_config = [{\"name\": \"gpt-4.1\", \"publisher\": \"OpenAI\", \"version\": \"2025-04-14\", \"sku\": \"GlobalStandard\", \"capacity\": 100},          ## a multi-modal chat completion model to analyze images and text\n",
+    "                 {\"name\": \"gpt-image-1\", \"publisher\": \"OpenAI\", \"version\": \"2025-04-15\", \"sku\": \"GlobalStandard\", \"capacity\": 1},\n",
+    "                 {\"name\": \"FLUX-1.1-pro\", \"publisher\": \"Black Forest Labs\", \"version\": \"1\", \"sku\": \"GlobalStandard\", \"capacity\": 100}]\n",
     "\n",
     "apim_sku = 'Basicv2'\n",
     "apim_subscriptions_config = [{\"name\": \"subscription1\", \"displayName\": \"Subscription 1\"}]\n",
@@ -284,7 +286,7 @@
    "metadata": {},
    "outputs": [],
    "source": [
-    "url = f\"{apim_resource_gateway_url}/{inference_api_path}/openai/deployments/{models_config[2]['name']}/chat/completions?api-version={inference_api_version}\"\n",
+    "url = f\"{apim_resource_gateway_url}/{inference_api_path}/openai/deployments/{models_config[0]['name']}/chat/completions?api-version={inference_api_version}\"\n",
     "\n",
     "messages = { \"messages\": [\n",
     "    {\"role\": \"system\", \"content\": \"You are a sarcastic unhelpful assistant.\"},\n",
@@ -384,7 +386,7 @@
     ")\n",
     "\n",
     "response = client.chat.completions.create(\n",
-    "    model = models_config[2]['name'], \n",
+    "    model = models_config[0]['name'], \n",
     "    messages = [\n",
     "        {\"role\": \"system\", \"content\": \"You are a sarcastic helpful assistant.\"},\n",
     "        {\"role\": \"user\", \"content\": [\n",